Best E-Commerce Personalization Software - Page 11

How Many E-Commerce Personalization Software Products Does G2 Track?

Total Products under this Category: 354

Category Stats (Sep 2026)

  • Average Rating: 4.58/5 (↑0.01 vs Aug 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: TxtCart (+1.26%) - Among all products in this category, TxtCart recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank E-Commerce Personalization Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 37,900+ Authentic Reviews
  • 354+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for E-Commerce Personalization Software

G2 Grid® for E-Commerce Personalization Software plotting products by satisfaction and market presence

Highlighted products: Insider One, Bloomreach, ContactPigeon, Adobe Commerce (formerly Magento Commerce), AB Tasty, ActiveCampaign, MoEngage, and Epsilon Accelerate.

Underlying data: [Grid® JSON](https://www.g2.com/categories/e-commerce-personalization/grids.json?focus%5B%5D=insider-one&focus%5B%5D=bloomreach-bloomreach&focus%5B%5D=contactpigeon&focus%5B%5D=adobe-commerce-formerly-magento-commerce&focus%5B%5D=ab-tasty&focus%5B%5D=activecampaign&focus%5B%5D=moengage&focus%5B%5D=epsilon-accelerate&segment=all)

Shopbox

Shopbox AI gives ecommerce retailers AI-powered search, product recommendations, and merchandising in one platform — without forcing a choice between control and personalisation. Most tools make you pick: hand placement decisions entirely to an algorithm, or manage every rule by hand. Shopbox does both. Merchandisers can guarantee specific products stay in specific spots — a new launch, a high-margin line, a sponsored placement — while AI personalises everything built around those fixed points for every individual shopper, on the homepage, product listing pages, and product pages. Early results from customers combining merchandising with personalisation show roughly 10% higher sales on preferenced, high-margin products, without sacrificing overall revenue — plus a 4–12% overall revenue uplift, tracked conservatively to SKU level. Shopbox runs at scale across catalogues of 25M+ products. Shopbox works with Shopify, BigCommerce, Magento, and custom-built ecommerce platforms — live in 30 minutes for a standard Shopify setup. Founded in Ireland in 2020, Shopbox AI now supports retailers including Schuh, Petstop, Eason, Foxford, and Soyaconcept.

Average Rating: 5.0/5.0

Total Reviews: 3

How Do G2 Users Rate Shopbox?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • User Data: 7.5/10 (Category avg: 8.7/10)
  • Targeting: 10.0/10 (Category avg: 8.6/10)
  • Content: 9.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Shopbox?

  • Seller: Shopbox AI
  • Year Founded: 2020
  • HQ Location: Dublin, IE
  • Twitter: @shopboxai
    66 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Shopbox?

AI-generated summary from verified user reviews

Pros
  • Users commend the exceptional customer engagement of Shopbox, noting increased sales and seamless integration.
  • Users commend the exceptional customer and technical support from Shopbox, enhancing their overall experience and efficiency.
  • Users highlight the time-saving features of Shopbox, making data access and sales comparisons effortless.

What Are Recent G2 Reviews of Shopbox?

Unbound by Bridgeline

Bridgeline Content empowers you to engage prospects and build customer relationships across multiple channels in order to deliver exceptional customer experiences. Bridgeline Content powers more than 15,000 websites around the globe for many of the world’s most powerful brands. Build the face of your business on a flexible foundation with out-of-the-box templates, streamlined SEO management, plug-and-play content library, personalization features, and more.

Average Rating: 2.7/5.0

Total Reviews: 19

How Do G2 Users Rate Unbound by Bridgeline?

  • Has the product been a good partner in doing business?: 6.1/10 (Category avg: 9.2/10)

Who Is the Company Behind Unbound by Bridgeline?

  • Seller: Bridgeline Digital
  • Year Founded: 2000
  • HQ Location: Burlington, MA
  • Twitter: @Bridgeline
    1,653 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    286 employees on LinkedIn®
  • Ownership: NASDAQ:BLIN

Who Uses This Product?

  • Company Size: 65% Medium, 25% Small

What Are Recent G2 Reviews of Unbound by Bridgeline?

What Are G2 Users Discussing About Unbound by Bridgeline?

Untitled

Untitled is a SaaS company that provides an audience platform for consumer-facing brands and the agency partners that serve them. Untitled combines identity resolution, website visitor identification, customer segmentation, direct mail retargeting and programmatic media activation into a single workflow, enabling performance marketers to drive measurable growth while improving efficiency, transparency and control. Learn more at https://getuntitled.ai/

Average Rating: 4.9/5.0

Total Reviews: 4

How Do G2 Users Rate Untitled?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • User Data: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Untitled?

  • Seller: Untitled
  • Year Founded: 2018
  • HQ Location: Louisville, US
  • LinkedIn® Page: www.linkedin.com
    58 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Untitled?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use with Untitled especially beneficial, streamlining integration and data management effortlessly.
  • Users value the seamless data integration of Untitled, allowing them to focus on insights rather than maintenance.
  • Users appreciate the exceptional customer support from Untitled, ensuring a responsive and helpful experience.
  • Users highlight the incredibly easy setup of Untitled, allowing seamless integration and focus on data insights.
  • Users love the easy integrations that save time and streamline data management, allowing focus on insights.
Cons
  • Users note the need for minor feature improvements and customization options to enhance their overall experience.
  • Users note the limited customization options, wishing for more flexibility to enhance their experience.
  • Users note a need for improvement in features and customization options for a better overall experience.

What Are Recent G2 Reviews of Untitled?

CartStack

A set of unique features to help you recover up to 5x more online orders than with any other tool or built-in solution.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate CartStack?

  • User Data: 9.2/10 (Category avg: 8.7/10)
  • Targeting: 8.3/10 (Category avg: 8.6/10)
  • Content: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind CartStack?

  • Seller: CartStack
  • Year Founded: 2012
  • HQ Location: Minneapolis, US
  • Twitter: @CartStack
    1,600 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of CartStack?

Credible

Customers are always in doubt when they visit new businesses online. With so much competition, there needs to be a way to make your operation stand out from the rest. Customer reviews and actions from other customers, such as recent purchases, are the two most effective ways to address these consumer doubts. Credible is a tool that enables businesses to collect and present personalized customer reviews and actions as social proofs to get more sales, collect more reviews, and - yep, you guessed it - become more credible. Customers can easily install Credible on Shopify, WordPress, Square, or custom websites in just 1 minute.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Credible?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 9.2/10)

Who Is the Company Behind Credible?

  • Seller: Qokka
  • Year Founded: 2017
  • HQ Location: Mountain View, US
  • Twitter: @qokka_ai
    33 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Credible?

CTX Feed Pro

CTX Feed is a WooCommerce product feed plugin that helps online stores create and manage product feeds for Google Shopping, Facebook, Instagram, TikTok, Bing, Pinterest, and 220+ marketing channels. Trusted by 80,000+ WordPress users, CTX Feed makes it easier to connect WooCommerce product data with shopping platforms, marketplaces, comparison sites, and advertising networks. With CTX Feed, store owners can generate product feeds in multiple formats, including XML, CSV, TXT, and other channel-specific formats. Product attributes such as titles, descriptions, prices, images, SKUs, brands, GTINs, MPNs, availability, and Google Product Categories can be mapped to the required fields of different channels. CTX Feed includes channel-specific feed templates, attribute mapping, category mapping, product filtering, and scheduled feed updates. Automated updates help keep product information synchronized when prices, inventory, product details, or other store data change. Whether you want to submit products to Google Merchant Center, create a Facebook or Instagram catalog, promote products on TikTok, or distribute product data across multiple shopping channels, CTX Feed provides a centralized solution for managing WooCommerce product feeds. CTX Feed is designed for WooCommerce businesses that need a reliable way to create, optimize, automate, and manage product feeds across 220+ marketing and shopping channels.

Average Rating: 5.0/5.0

Total Reviews: 2

Who Is the Company Behind CTX Feed Pro?

  • Seller: WebAppick
  • Year Founded: 2014
  • HQ Location: Dhaka, BD
  • Twitter: @webappick
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®
  • Phone: +1 516-200-4061

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of CTX Feed Pro?

Dressipi

Dressipi is driving a step-change in personalization for fashion ecommerce. By understanding the unique complexity of fashion (think seasonality, trends, body types, taste etc), Dressipi helps retailers to show each visitor the items they’re most likely to buy - and keep. Products are automatically tagged with 3x more detail. Data is crunched at scale. Fashion expertise is overlaid. Dressipi does the heavy lifting so that their customers can stay ahead of the competition and enjoy higher profits. Today, Dressipi’s personalized recommendations and outfits outperform all competitors in A/B tests, and deliver incremental improvements to profit (+21%), revenue (+12%), returns (-15%) and sell-through rate (+10%). Finally, personalized ecommerce that lives up to the hype.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate Dressipi?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)

Who Is the Company Behind Dressipi?

  • Seller: Dressipi
  • Year Founded: 2011
  • HQ Location: London, GB
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large

What Are Recent G2 Reviews of Dressipi?

Exposebox

Exposebox is an AI-powered platform, designed to create personalized customer journeys, drive engagement, and boost revenue. Use Exposebox to take your marketing to the next level. Our AI-based insights and machine learning allow us to personalize every user touchpoint, from product recommendations to emails, SMS and social media. Join us to better leverage your customer data and optimize marketing segmentation. Your customers are unique; use Exposebox to keep them engaged.

Average Rating: 4.7/5.0

Total Reviews: 10

How Do G2 Users Rate Exposebox?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.2/10)

Who Is the Company Behind Exposebox?

Who Uses This Product?

  • Company Size: 60% Small, 30% Medium

What Are Recent G2 Reviews of Exposebox?

What Are G2 Users Discussing About Exposebox?

Flyfish

Flyfish enables brands to instantly build AI sales advisors that engage in one-on-one data-driven shopping experiences with consumers, driving revenue and lifelong consumer relationships.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Flyfish?

  • User Data: 9.2/10 (Category avg: 8.7/10)
  • Targeting: 7.5/10 (Category avg: 8.6/10)
  • Content: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind Flyfish?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Flyfish?

Klevu

Klevu AI Ecommerce Search & Discovery is headless compatible, and includes AI--powered Site Search, Smart Category Merchandising, Smart Recommendations and a Personalisation Engine, all powered by real-time buyer intent. Klevu has helped merchants: Increase conversion from search by 6x, Increase AOV by 6% via search and Increase site-wide ecommerce conversion by 15%. The Klevu AI Search & Discovery Platform includes: Klevu AI Ecommerce Site Search Rich autocomplete and relevant search results Search as you type Natural Language Processing (NLP) AI-powered self-learning on-site search bar Supports long tail and voice based search Error tolerance, stop words and inflections Automated product catalogue enrichment Real-time search trends and personalisation Visual merchandising of search results Search Keyword-based product promotion -------------------------------- Klevu AI Ecommerce Merchandising Balance AI and strategic control Automatic and visual merchandising of collection pages Dynamic filters and SEO-friendly collection page layouts Plan ahead for campaigns and add merchandising banners Drag and drop visual merchandising Pin hero products to always remain at the top of collections Schedule time-bound campaigns for visual banners and product boosting Save time with simple to copy rules across all categories or selected categories -------------------------------- Personalized Product Recommendations Hyper-relevant AI product recommendations based on search Self-learning with each click, search query and purchase Choose a variety of recommendation types including trending, new, highly-rated, and related to past purchase Recommendations of the most popular products (based on clicks and views and search) Encourage upsell and cross sell on home, collection, product detail and cart pages. Personalization Engine Display the most relevant products at the best time Simple out-of-the-box activation, and fully customisable with the Klevu API Personalise all website pages including homepage, listing pages, product detail pages, and checkout pages Personalize with little history of interactions, using learning from others. -------------------------------- Why Choose Klevu? Easy to use and quick time to value Klevu software is API-first and headless compatible Natural Language Processing used in search Product-Wide AI and Machine Learning 24/7 Support Language-agnostic search and tailor-made for international store -------------------------------- Klevu helps connect people to products they want to buy. Through AI and NLP-powered discovery technology, Klevu enables merchants to deliver hyper-relevant, personalized experiences powered by real-time buyer intent. Klevu discovery technology balances AI automation and strategic control, is quick and easy to install and compatible with all ecommerce platforms. Klevu powers thousands of ecommerce businesses worldwide and has offices in the UK, US, Sweden, Finland, Australia and India.

Average Rating: 3.0/5.0

Total Reviews: 3

Who Is the Company Behind Klevu?

  • Seller: Athos Commerce
  • HQ Location: San Antonio, Texas
  • Twitter: @SearchSpring
    2,257 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    238 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail, Apparel & Fashion
  • Company Size: 67% Large, 33% Medium

What Do G2 Reviewers Say About Klevu?

AI-generated summary from verified user reviews

Pros
  • Users value the AI-powered relevance of Klevu, enhancing product discovery even with vague or misspelled searches.
  • Users value the sales growth from Klevu, as it enhances product relevance and boosts conversion rates effectively.
  • Users value the search efficiency of Klevu, enhancing product discovery and improving overall sales performance.
  • Users value the AI-powered relevance of Klevu, enhancing their shopping experience with quicker and more accurate product searches.
  • Users value the AI-powered relevance of Klevu, enhancing product discovery and improving sales conversions effortlessly.
Cons
  • Users find Klevu to be too expensive for smaller stores, making it less accessible for new businesses.
  • Users find complex setup necessary for optimal results, demanding careful configuration and continuous adjustments.
  • Users find design/UX adjustments necessary, requiring extra effort to align Klevu’s widgets with their brand aesthetics.
  • Users find the developer dependency cumbersome, requiring significant technical involvement for satisfactory results.
  • Users find the difficult configuration of Klevu challenging, needing extensive tuning for optimal results.

What Are Recent G2 Reviews of Klevu?

Loup

E-commerce stores shouldn't be static. Loup maximizes conversion for brands, by enabling personalized user shopping journey with interactive videos. - Bring your best performing videos from social and place them across your website with our one-click integration for YouTube, Instagram and TikTok - Host shoppable Livestreams directly on your website, broadcast across social channels, invite cohosts to join you and chat with participants in real time - Invite customers into a live one-to-one consultation where they ask individual questions and can purchase recommendations directly from the interface - Our AI powered Recommendation engine ensures your customers see the right video for them - every time

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Loup?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 9.2/10)
  • Targeting: 6.7/10 (Category avg: 8.6/10)
  • Content: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Loup?

  • Seller: Loup
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Loup?

AI-generated summary from verified user reviews

Pros
  • Users highlight the elevated ecommerce experience with Loup AI, enhancing customer engagement and increasing sales conversion rates.
  • Users praise Loup for its exceptional customer engagement, enhancing the eCommerce experience with virtual interactions and tailored solutions.
  • Users praise Loup's excellent customer support, which quickly resolves queries and enhances their ecommerce experience.
  • Users find Loup easy to use, thanks to its smooth integration and quick customer support.
  • Users find the easy implementation of Loup AI enhances their ecommerce experience without complications.

What Are Recent G2 Reviews of Loup?

Metrilo

Metrilo helps ecommerce brands grow by making marketing and customer data actionable, and focusing on retention and higher CLTV. The tools include real-time reporting, customer database, segmentation, email marketing and automation. Integration for major ecommerce platforms is seamless. Free 14-day trial available.

Average Rating: 4.7/5.0

Total Reviews: 24

How Do G2 Users Rate Metrilo?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.2/10)
  • User Data: 6.7/10 (Category avg: 8.7/10)
  • Targeting: 8.3/10 (Category avg: 8.6/10)
  • Content: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Metrilo?

  • Seller: Metrilo
  • Year Founded: 2014
  • HQ Location: Sofia, Bulgaria
  • Twitter: @GetMetrilo
    367 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CEO
  • Top Industries: Retail, Health, Wellness and Fitness
  • Company Size: 88% Small, 12% Medium

What Are Recent G2 Reviews of Metrilo?

What Are G2 Users Discussing About Metrilo?

ModeMagic

ModeMagic is a one-stop solution for e-commerce automation - powered through badges, animation, and product list cards.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate ModeMagic?

  • User Data: 10.0/10 (Category avg: 8.7/10)
  • Targeting: 10.0/10 (Category avg: 8.6/10)
  • Content: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind ModeMagic?

  • Seller: Mason
  • Year Founded: 2020
  • HQ Location: Oakville, Ontario
  • Twitter: @getmasondotio
    431 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    153 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 50% Medium

What Are Recent G2 Reviews of ModeMagic?

What Are G2 Users Discussing About ModeMagic?

Nudgify

Nudgify is a Social Proof & FOMO App Tool that integrates seamlessly with e-Commerce platform such as Shopify, WooCommerce, PrestaShop, and Magento. Nudges turns live data into Social Proof and Sales Pop notifications such as Recent Sales, Live Visitors, but also Google and TrustPilot Reviews. Adding real-world context to your online business helps you to build trust and increase conversions. MORE THAN A SOCIAL PROOF APP (cf. ProveSource, CartKit, Proof Pulse) Nudgify displays a range of Social Proof notifications to make your website feel more human and build trust, fast. ∙Recent Activity ("Sales Pop") Nudges show when a sale or sign-up takes place, showing visitors that other people trust your website. ∙Popularity Nudges show how many people have viewed a page or product, delivering powerful Social Proof and creating a sense of urgency. ∙Google and TrustPilot Review Nudges allow you to add your best reviews to any page. FOMO NOTIFICATIONS CREATE URGENCY FOMO notifications show when a product is low in stock, creating urgency and encouraging visitors to take action immediately. By highlighting that a product is scarce, you can stop visitors procrastinating and speed up the customer journey. INCREASE CONVERSIONS AND IMPROVE CUSTOMER EXPERIENCES Social Proof and FOMO notifications increase your sales and sign-ups by giving your visitors a reason to take action. Friction Nudges and Custom notifications make it easier for visitors to complete a purchase or sign-up process. ∙Free Delivery Nudges show how much a visitor has to spend to qualify for free delivery, reducing abandoned carts and increasing average spend. ∙Custom notifications allow you to add helpful information to any page, increasing the number of completed forms and purchases you generate. THE SOCIALPROOF APP WITH ZERO HASSLE, ZERO RISK Because Nudgify offers a free trial, and pricing that scales from just $0.99 a month, you can be certain it will pay for itself. The in-built analytics track conversions and assisted conversions from your site - so you know exactly how customers are responding to your notifications (and which ones are working best). If your are looking for instant Social Proof on your website, Nudgify is for you: Shopify Stores, WooCommerce Stores, Wix Stores, BigCommerce stores, SaaS, Retail, Travel, Bloggers...

Average Rating: 4.8/5.0

Total Reviews: 2

Who Is the Company Behind Nudgify?

  • Seller: Convertize
  • Year Founded: 2008
  • HQ Location: London, GB
  • Twitter: @Convertize
    2,027 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Nudgify?

What Are G2 Users Discussing About Nudgify?

Qloo

Qloo is the “Cultural AI”, decoding and predicting consumer taste across the globe. A privacy-first API that predicts global consumer preferences and catalogs hundreds of millions of cultural entities. Through our API, we provide contextualized personalization and insights based on a deep understanding of consumer behavior and more than 575 million people, places, and things. Our technology empowers you to look beyond trends and uncover the connections behind people’s tastes in the world around them. Look up entities in our vast library spanning categories like brands, music, film, fashion, travel destinations, and notable people. Results are delivered within milliseconds and can be weighted by factors such as regionalization and real-time popularity. Used by companies who want to incorporate best-in-class data in their consumer experiences. Our flagship recommendation API delivers results based on demographics, preferences, cultural entities, metadata, and geolocational factors.

Average Rating: 4.8/5.0

Total Reviews: 4

How Do G2 Users Rate Qloo?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.2/10)
  • User Data: 10.0/10 (Category avg: 8.7/10)
  • Targeting: 9.2/10 (Category avg: 8.6/10)
  • Content: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Qloo?

  • Seller: Qloo
  • Year Founded: 2012
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    51 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 25% Large

What Are Recent G2 Reviews of Qloo?

Subhransu Sahu
SS
Researched and written by Subhransu Sahu
Updated April 9, 2026